Oleksandr Dovhulia
I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management.
About
I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments.
Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.
- 7 years' experience
- Joined January 2026
Skills· 11
Languages
- EnglishAdvanced
- UkrainianFluent
- RussianFluent
Industry experience
- Financial Services
- Software & Internet
- Media & Entertainment
- Professional Services
- Education
More experts in Kyiv, Ukraine
Work experience· 6 roles
Developed a hybrid forecasting framework analyzing price moves using heavy- and light-weight models; integrated macroeconomic indicators into the model context to improve predictive accuracy; conducted deep statistical analysis of market patterns focusing on growth/decay probabilities and volatility cycles; implemented automated visualization tools for data transparency and performance tracking.
Built a hybrid forecasting framework in Google Colab analyzing price movements through 'heavy' (candles) and 'light' (% change) models. Integrated macro-economic indicators into the model context for improved predictive accuracy. Conducted deep statistical analysis of market patterns, focusing on growth/decay probabilities and volatility cycles. Implemented automated visualizations for dataset transparency and performance tracking.
Conducted extensive statistical analysis of market patterns (volatility cycles, growth/decay probabilities). Built automated visualization tools for complex datasets to ensure model transparency and facilitate decision-making.
Certifications and awards· 5
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